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Papers
SecV: LLM-based Secure Verilog Generation with Clue-Guided Exploration on Hardware-CWE Knowledge Graph
IJCAI 2025
SelfPrompt: Autonomously Evaluating LLM Robustness via Domain-Constrained Knowledge Guidelines and Refined Adversarial Prompts
COLING 2025
Self-supervised Quantized Representation for Seamlessly Integrating Knowledge Graphs with Large Language Models
ACL 2025
Semantic Evaluation of Multilingual Data-to-Text Generation via NLI Fine-Tuning: Precision, Recall and F1 scores
ACL 2025
SEMMA: A Semantic Aware Knowledge Graph Foundation Model
EMNLP 2025
Sequence Structure Aware Retriever for Procedural Document Retrieval: A New Dataset and Baseline
EMNLP 2025
SHARP: Unlocking Interactive Hallucination via Stance Transfer in Role-Playing LLMs
ACL 2025
SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation
ACL 2025
Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation
ICLR 2025
SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs
EMNLP 2025
SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval
COLING 2025
SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context
EMNLP 2025
SkySense-O: Towards Open-World Remote Sensing Interpretation with Vision-Centric Visual-Language Modeling
CVPR 2025
Small Models, Big Impact: Efficient Corpus and Graph-Based Adaptation of Small Multilingual Language Models for Low-Resource Languages
ACL 2025
Spatial-Temporal Knowledge Distillation for Takeaway Recommendation
AAAI 2025
SPOT: Zero-Shot Semantic Parsing Over Property Graphs
ACL 2025
StepKE: Stepwise Knowledge Editing for Multi-Hop Question Answering
EMNLP 2025
STLC-KG:A Social Text Steganalysis Method Combining Large-Scale Language Models and Common-Sense Knowledge Graphs
AAAI 2025
STORYTELLER: An Enhanced Plot-Planning Framework for Coherent and Cohesive Story Generation
ACL 2025
StoryWeaver: A Unified World Model for Knowledge-Enhanced Story Character Customization
AAAI 2025
Structured Knowledge meets GenAI: A Framework for Logic-Driven Language Models
COLING 2025
Structuring Benchmark into Knowledge Graphs to Assist Large Language Models in Retrieving and Designing Models
ICLR 2025
Style Knowledge Graph: Augmenting Text Style Transfer with Knowledge Graphs
COLING 2025
Synergizing Multimodal Temporal Knowledge Graphs and Large Language Models for Social Relation Recognition
EMNLP 2025
SyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task
COLING 2025